LLMs cannot do it. Hallucination is baked-in.

LLMs alone definitely can't do it. LLMs, however, seem (to me, speaking for myself as an ML developer) to be a very likely component in an actual AI. Which, to be clear, is why I use "ML" instead of "AI", as we don't have AI yet. It's going to take other brainlike mechanisms to supervise the hugely flawed knowledge assembly that LLMs generate before we even have a chance to get there. Again, IMO.

I'd love for someone to prove me wrong. No sign of that, though. :)

I'll be impressed when one of these ML engines is sophisticated enough to be able to say "I don't know" instead of just making up nonsense by stacking probabilistic sequences; also it needs to be able tell fake news from real news. Although there's an entire swath of humans who can't do that, so it'll be a while I guess. That whole "reality has a liberal bias" truism ought to be a prime training area.

While I certainly understand that the Internet and its various social media cesspools are the most readily available training ground(s), it sure leans into the "artificial stupid" thing.

I'm not necessarily going to defend this protest, but criticism of Israel is hardly some "woke Commie" position (whatever the hell that even means). One can sincerely believe Israel's actions against Palestinians is unjust, without, say, wanting state control of the economy.

"Congress shall make no law respecting an establishment of religion, or prohibiting the free exercise thereof; or abridging the freedom of speech, or of the press; or the right of the people peaceably to assemble, and to petition the Government for a redress of grievances."

It's been protected since 1791.

I expect that general anxiety about anti-Semitism is driving this. Like it or not, condemnation of Israel comes with certain baggage, and as can be seen on campuses throughout the Western world, criticism of Israel can turn into anti-Zionism which then turns into anti-Semitism very quickly. The lines are very thin. The business world is very risk averse, and coming down on the wrong side of this particular debate can have a whole lot of consequences. Beyond that, of course, Alphabet is a business, not a society for activists, and while it may tolerate certain kinds of activism that may not be perceived as threatening the bottom line, right now, criticism of Israel is just a step too far.

If I see you for defamation because you claimed I was a thief, that is indeed retaliation.

I won't return in coin by calling you an idiot, because I don't think you are one. What I think you are is too *ignorant* to realize you're talking about evolution. "Survival of the fittest" is a phrase coined by Herbert Spencer in 1864 to refer to natural selection, a concept that's in the actual *title* of Darwin's book.

Maybe Republicans really like dick picks

Thanks Yuri. How's the weather in St. Petersburg?

Maybe if Israel hadn't been politically and financially backing Hamas, it might have been different. But hey, all that counts is "Palestinians bad, Israelis good". Simple is so much easier to cope with than reality.

Well, no *one* of us in a position to save the coral reefs. Not even world leaders can do it. But we *all* are in a position to do a little bit, and collectively all those little bits add up to matter.

Sure if you're the only person trying to reduce is carbon footprint you will make no difference. But if enough people do it, then that captures the attention of industry and politicians and shifts the Overton window. Clearly we can't save everything, but there's still a lot on the table and marginal improvements matter. All-or-nothing thinking is a big part of denialist thinking; if you can't fix everything then there's no point in fixing anything and therefore people say there's a problem are alarmists predicting a catastrophe we couldn't do anything about even if it weren't happening.

As to the loss of coral reefs not being the worst outcome of climate change, that's probably true, but we really can't anticiapte the impact. About a quarter of all marine life depends on coral reefs for some part of their life cycle. Losing all of it would likely be catastrophic in ways we can't imagine yet, but the flip side is that saving *some* of it is likely to be quite a worthwhile goal.

Well, you bringing *evolution* into the argument shows that your views are so far off base theyr'e not even wrong.

Sure, the planet does not care, but we're not asking what the *planet* should do, are we?

Of course this isn't science, it's just wishful thinking and hand waving about things you don't actually know much about. It's probably worth noting that actual reef scientists aren't so cheerful about the prospects for coral reefs as you are.

It's not even that what you *think* you know is necessarily wrong. You're talking about about something reef scientists aren't particulary worried about: the extinction of coral *species*. In other words it's a straw man. What scientists are worried about is something quite different: a massive reduction in the 348,000 square kilometers of coral reef habitat that currently exist.

That's something that will take millions of years to recover from, and which will cause countless extinctions It will result in multiple species extinctions; sure that's survival of the fittest, but "fittest" doesn't mean "better"; it means more fitted to specific set of new circumstances, in this case circumstances we *chose to create*. And sure, in a few million years it won't matter. But that's not the test we use to decide whether anything other issue needs addressing. If someone broke into your house and took a dump on your kitchen table, it wouldn't matter in a million years, but you'd sure report it to the cops and expect something to get done about it.

No, it's not evolution *at work*. It's human intervention in the environment at work. Sure, evolution will *respond* to this intervention; if you want to see *that* at work, go into suspended animation for a hundred thousand years.

You could argue that *humans* are part of nature and therefore anything we do is natural. That's just quibbling. By that argument it would be just as natural for us to choose not to shit in our own beds.